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MDM/KDD

Osmar R. Zaïane, Simeon J. Simoff
2002 SIGKDD Explorations  
This is brief report summarizes the presentations, conclusions and directions for future work that were discussed during the second edition of the International Workshop on Multimedia Data Mining.  ...  Acknowledgements We are thankful to the members of the KDD workshop committee for providing the opportunity to stage this event.  ...  Special thanks go to the workshop program committee for promptly providing the organizers with high quality paper reviews.  ... 
doi:10.1145/507515.507524 fatcat:lhbmmnnscrhwjplewnhniee2tu

A TUTORIAL REVIEW OF AUTOMATIC IMAGE TAGGING TECHNIQUE USING TEXT MINING

Sayantani Ghosh .
2013 International Journal of Research in Engineering and Technology  
The images which are captured are later accessed for the purpose of searching, classification and retrieval operation.  ...  The main objective of this paper is to depict how Text Mining technique can be implemented in the process of Automatic Image Tagging.  ...  This technique is for retrieving images on the basis of automatically-derived features such as colour, texture and shape.  ... 
doi:10.15623/ijret.2013.0203010 fatcat:6lzhqx3gezc3lhtvatehn4mvpq

Using text search for personal photo collections with the MediAssist system

Neil O'Hare, Cathal Gurrin, Gareth J. F. Jones, Hyowon Lee, Noel E. O'Connor, Alan F. Smeaton
2007 Proceedings of the 2007 ACM symposium on Applied computing - SAC '07  
The MediAssist system enables organisation and searching of personal digital photo collections based on contextual information, content-based analysis and semi-automatic annotation.  ...  One mode of user interaction uses automatically extracted features to create text surrogates for photos, which enables text search of photo collections without manual annotation.  ...  To provide text-based search in the Me-diAssist system, the automatic context and content-based features described in Section 2 are mined to construct text surrogates for all photos, creating a textual  ... 
doi:10.1145/1244002.1244195 dblp:conf/sac/OHareGJLOS07 fatcat:zrqu3fev6raxbftgwpsxu3kvha

Automatic Text Searching For Personal Photos

Neil O'Hare, Hyowon Lee, Saman Cooray, Cathal Gurrin, Gareth J. F. Jones, Jovanka Malobabic, Noel E. O'Connor, Alan F. Smeaton, Bartlomiej Uscilowski
2006 International Conference on Semantics and Digital Media Technologies  
This demonstration presents the MediAssist prototype system for organisation of personal digital photo collections based on contextual information, such as time and location of image capture, and content-based  ...  MediAssist illustrates our research into digital photo management, showing how a combination of automatically extracted context and content-based information, together with user annotation and traditional  ...  Text Search Interface For text-based search the automatic context and contentbased features are mined to construct text surrogates for all photos, creating a textual equivalent of each feature (e.g. if  ... 
dblp:conf/samt/OHareLCGJMOSU06 fatcat:swxvwvcedjbjrjxz4ecapxox2y

Introduction to the special issue on "metadata mining for image understanding"

Gabriela Csurka, Katerina Pastra
2008 Multimedia tools and applications  
These trends point to a shift in user groups, user needs and content type in digital imaging: it is not only professionals but also laymen who generate, access and interact with digital images for professional  ...  For example, metadata related to image capture such as date, location, camera settings or name of photographer is often available from the digital camera used to take the photograph.  ...  Her current research interest concerns the exploration of new technologies for image content and aesthetic analysis, cross-modal image categorization and semantic based image segmentation.  ... 
doi:10.1007/s11042-008-0248-6 fatcat:faw6ikad7ve7vajyxk7oscatmy

Systems and architectures for multimedia information retrieval

Chabane Djeraba, Nicu Sebe, Michael S. Lew
2005 Multimedia Systems  
We hope that the contributions of this issue provide motivation for readers to deal with the current challenges and problems.  ...  In this paper, we provide a brief survey of the multimedia information retrieval domain as well as introduce some ideas investigated in the special issue.  ...  approach for region-based image retrieval based on the wavelet transform.  ... 
doi:10.1007/s00530-005-0174-7 fatcat:iexg3fucvbhhfgvc4z4sgjfnz4

Shared Image Privacy Preserving Using Adaptive Prediction

2016 International Journal of Science and Research (IJSR)  
A3P system aims to provide users a hassle free privacy settings experience by automatically generating personalized policies.  ...  An Adaptive Privacy Policy Prediction (A3P) system helps users to compose privacy settings for their images.  ...  Content Based Image Retrieval (CBIR) is any method that helps to organize digital image archives by visual content basis.  ... 
doi:10.21275/v5i1.nov152673 fatcat:etilyngtx5cpjgss3gvg7wdauq

Content Based Information Retrieval For Digital Library Using Document Image

Roshni S. Tadse*, L. H. Patil
2016 Zenodo  
In The proposed method, Information retrieval for image based query automatically with a mobile document information retrieval framework, consisting of a FP-growth is proposed finding frequent pattern  ...  In the recent year, the using of mobile devices has perceive an emerging need for improving the user experience of digital library for search, with various applications such as education, location search  ...  RELATED WORK Content based image retrieval (CBIR) [3] is the task of searching digital images from a huge database basis on the extraction of features, like as color, texture, shape of the image.  ... 
doi:10.5281/zenodo.57052 fatcat:rskgd3bhxjburey4eov6jorwxy

A Survey on Personal Image Retrieval Systems [article]

Amit Kumar Nath, Andy Wang
2021 arXiv   pre-print
While a small subset of these images is annotated and shared by users through social media platforms, due to the sheer number of images in personal photo repositories (shared or not shared), finding specific  ...  This survey explores existing image retrieval techniques as well as photo-organizer applications to highlight their relative strengths in addressing this challenge.  ...  Digital images that are mined using CBIR systems are most often represented by using a set of visual features.  ... 
arXiv:2107.04681v1 fatcat:3jhn6wcnovc63hqm4rlmd5w3tu

Multimedia information retrieval

Markus Schedl, Emilia Gómez, Masataka Goto
2013 Proceedings of the 21st ACM international conference on Multimedia - MM '13  
music-related information from the web and social me-Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are  ...  ., Social Media Mining or Adaptive Multimedia Retrieval) in IR and multimedia conferences and journals, demands for a broader point of view on multimedia.  ... 
doi:10.1145/2502081.2502237 dblp:conf/mm/SchedlGG13 fatcat:korpleagovgrhjcnjq2cz3q6qu

Fast bilateral filtering using image redundancy reduction

Haoqing Zhong, Zhuo Su
2011 2011 International Conference on Image Analysis and Signal Processing  
The result of this approach is to display the query image along with its redundant images. The process accounts to handle the image database efficiently.  ...  In this paper, a novel approach is being suggested to avoid redundant images from image databases, available in PC or centralized system.  ...  CBIR system retrieves relevant images from an image collection based on automatic derived features. The derived featureincludes primitive features like texture, color and shape.  ... 
doi:10.1109/iasp.2011.6109005 fatcat:itihfqki3zgirbaikcsgrhqcdq

A Survey on Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation
English

Rahul Jadhav, Suvarna Pawar
2014 International Journal of Engineering Trends and Technoloy  
This paper provides various techniques or methods that are used to annotating facial images Keywords-Face annotation, web facial images, search base face annotation, content-based image retrieval, weak  ...  Face annotation related to face detection and recognition Recently research interests in mining weakly-labeled facial images on the internet to resolve research challenge in computer vision and image understanding  ...  Retrieval based face annotation is used in mining massive web facial images for automatic face annotation .there are two challenges first is how effectively retrieve most of similar facial images.  ... 
doi:10.14445/22315381/ijett-v10p299 fatcat:e77oogqq3fhcde52zap5dqmuke

A Proposed Method for Semantic Annotation on Social Media Images

Mrs. Sayantani Ghosh, Prof. Samir K. Bandyopadhyay
2017 International Journal Of Engineering And Computer Science  
Many researchers believe semantic annotations can be inserted in web-based documents for information extraction and knowledge mining. These annotations use terms defined in an ontology.  ...  This paper uses the annotation process based on textual patterns for improving annotation.  ...  The image retrieval field is carrying on the set of techniques/systems for browsing, searching and retrieving images from a large collection of digital images.  ... 
doi:10.18535/ijecs/v6i6.31 fatcat:pifx6v52lbcyfhgshdqq2rr6nq

Image Mining, Spatial [chapter]

Sudhanshu Panda
2016 Encyclopedia of GIS  
In case of a digital image of a person, the spatial position of different features should be analyzed. But in case of data mining, spatial consideration may not be required.  ...  Images can be retrieved based on features, such as color, texture, shape, size, or the spatial location of image elements; logical features like objects of a given type or individual objects or persons  ... 
doi:10.1007/978-3-319-23519-6_585-2 fatcat:ufhqxxsktrerhnxp5ohenjmdk4

Hybrid Method for Detecting Duplicate Image by Using Image Retrieval Technique in Data Mining

Dr. S. Thavamani, Associate Professor, Department of Computer Application, Sri Ramakrishna College of Arts and Science [Formerly SNR SONS College], Coimbatore-6, Tamilnadu
2021 INTERNATIONAL JOURNAL OF MATHEMATICS AND COMPUTER RESEARCH  
To address the disadvantages of frames copy detection, the Hybrid Method of Detecting Duplicate Image by Using Image Retrieval Technique in Data Mining was proposed.  ...  To address the disadvantages of frames copy detection, the Hybrid Method of Detecting Duplicate Image by Using Image Retrieval Technique in Data Mining was proposed.  ...  (b) Level 2 comprises image retrieval by derived or logical features like objects of a given type or individual objects or persons. Dr. S.  ... 
doi:10.47191/ijmcr/v9i4.02 fatcat:h574rpymt5fqnnowdf5vk4l4uq
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